Episode Details

Today's topics:

Inference theft hits AI endpoints - Vercel reports a real-world “inference theft” surge on an AI chat endpoint, showing how stolen API usage can translate into runaway bills and resale abuse.

Cybersecurity AI expands cautiously - Anthropic expands Project Glasswing for vulnerability discovery with its Mythos model, highlighting the dual-use tension between faster defense and faster exploitation.

Enterprise AI costs and pricing - With Anthropic’s pre-IPO filing and enterprises questioning ROI, “AI sticker shock” is pushing buyers toward cheaper models, tighter governance, and clearer value.

Microsoft MAI models and tuning - Microsoft unveiled new MAI models plus “Frontier Tuning,” emphasizing customer-controlled workflow learning, efficiency, and a Mayo Clinic partnership using de-identified clinical data.

Federal blueprint for AI governance - OpenAI published a U.S. policy blueprint calling for a durable federal framework, stronger CAISI, and cross-government resilience to manage frontier AI risks.

Data center backlash and transparency - Erin Brockovich documents growing public opposition to AI data centers, with community concerns around water, noise, grid stress, and lack of early disclosure.

AI coding agents strain GitHub - GitHub says AI coding agents are driving activity toward billions of commits, stressing infrastructure and forcing architectural rewrites and new trust signals for open source.

AI in classrooms and cheating - UC Berkeley saw unusually high failing rates tied to academic dishonesty and overreliance on LLMs, reigniting the debate over assessment and integrity in the AI era.

Agent memory layers go mainstream - A new wave of “memory layers” for agents—plus essays on purposeful remembering—signals that persistent, permissioned state is becoming core infrastructure for enterprise AI.

Open models, hardware, and research - Open-vs-closed AI economics, DDR5 price spikes from AI demand, and new efficiency research like Wall Attention show how competition and compute constraints shape the stack.